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Zaifei YANG

2 accepted papers

2026

Enhancing Protein-Protein Interaction Prediction with Hierarchical Motif-based Multimodal Protein Embedding

ICML 2026poster

Protein-protein interactions (PPIs) are essential for a wide range of biological processes. However, existing PPI prediction approaches still face two major limitations. First, in aggregating residue features into global protein features, they ignore the hierarchical organization of proteins, in whi…

Cited by 0SourceScholar
2025

KnowMol: Advancing Molecular Large Language Models with Multi-Level Chemical Knowledge

NeurIPS 2025poster

The molecular large language models have garnered widespread attention due to their promising potential on molecular applications. However, current molecular large language models face significant limitations in understanding molecules due to inadequate textual descriptions and suboptimal molecular…

Cited by 0SourceScholar